added aggregate column for all events

README.md

@@ -88,7 +88,7 @@ The jsonl files have the following basic columns:
 - `country`: The country of the sentence
 - `text`: Sentence that has been annotated
 
-The documents have been annotated with 8 labels, each label representing a specific measurement against COVID-19. Each label is represented by one field in the jsonl file. The labels, i.e. the specific measure classes, are:
+The documents have been annotated with 8 labels, each label representing a specific measurement against COVID-19. Each label is represented by one boolean field in the jsonl file. The labels, i.e. the specific measure classes, are:
 - `event1`: State of Emergency
 - `event2`: Restrictions of fundamental rights and civil liberties
 - `event3`: Restrictions of daily liberties
@@ -97,7 +97,7 @@ The documents have been annotated with 8 labels, each label representing a speci
 - `event6`: Police mobilization
 - `event7`: Army mobilization 
 - `event8`: Government oversight
-
+- `all_events`: an aggregate column containing all applicable events combined
 
 ### Data Splits
 

convert_to_hf_dataset.py

@@ -48,6 +48,19 @@ validation = validation[column_list]
 test = test[column_list]
 
 
+def aggregate_events(row):
+    all_events = []
+    for label_col in label_cols:
+        if row[label_col]:
+            all_events.append(label_col)
+    return all_events
+
+
+train["all_events"] = train.apply(aggregate_events, axis=1)
+validation["all_events"] = validation.apply(aggregate_events, axis=1)
+test["all_events"] = test.apply(aggregate_events, axis=1)
+
+
 # save splits
 def save_splits_to_jsonl(config_name):
     # save to jsonl files for huggingface

test.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a50a8aee1ad24f474e57f2667a7bcc115e6ffd63f6395fb4f8371910b6e21e2e
-size 167898
+oid sha256:1792a5b0103cbdd2a1d973cdb5ca5a881ec6505c2a9d7a8625b412bfb67ad69a
+size 176847

train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3829bd41ac704cc79e6f29ff2f97928a8b685a0f589c99fd185849e307002276
-size 1361375
+oid sha256:521b6027d21a332af2b60e30055aba69e0dff9e6dc740f4c89e81801fa89e77b
+size 1430137

validation.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3a56adafeb5f0c39f8ca1f09c8fdfbebfe5df5e87a1969e81d0325316cb09f07
-size 171036
+oid sha256:b1fbfcfb77ba513edc42dd48b64ec6a42741e38fc99130da3179127e2bd7f394
+size 179940